FedERA is a modular and fully customizable open-source FL framework, aiming to address these issues by offering comprehensive support for heterogeneous edge devices and incorporating both standalone and distributed computing. It includes new software modules to enhance usability and promote environ- mental sustainability.
python
framework
deep-learning
grpc
pytorch
carbon-emissions
edge-devices
distributed-machine-learning
federated-learning
federa
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Updated
Jul 10, 2024 - Jupyter Notebook